Feature Extraction and Classification for Detecting the Thermal Faults in Electrical Installations

• Main Authors: M. S., Jadin, Kamarul Hawari, Ghazali, Soib, Taib
• 格式: Article
• 出版: Elsevier Ltd 2014
• 主題: TK Electrical engineering. Electronics Nuclear engineering
• 在線閱讀: http://umpir.ump.edu.my/id/eprint/6342/; http://dx.doi.org/10.1016/j.measurement.2014.07.010

This paper proposed an effort to investigate the suitability of input features and classifier for identifying thermal faults within electrical installations. The features are extracted from the thermal images of electrical equipment and classified using a multilayered perceptron (MLP) artificial neu...